{"id":"W2938917783","doi":"10.1111/bdi.12746","title":"Poster","year":2019,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Department of Psychiatry, University of Toronto; Australian Institute for Musculoskeletal Science; Université Paris Diderot; Natural Science Foundation of Jiangsu Province; University of Toronto; Government of Jiangsu Province; University of Melbourne; National Natural Science Foundation of China; Deakin University; University of Sydney; Heart Research Institute; Universidad de Antioquia; King's College London; Neuroscience Research Australia; Sydney Medical School; Monash University; Guangzhou Medical University; Barwon Health Foundation; University of New South Wales; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Université de Lorraine","keywords":"Schizophrenia (object-oriented programming); Emotion recognition; Bipolar disorder; Prefrontal cortex; Mental illness","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005002984,0.0001444118,0.0001855717,0.00008563643,0.00003947794,0.00001268122,0.00006284755,0.00007742915,0.001368781],"category_scores_gemma":[0.000008855412,0.0001176178,0.000141811,0.0001424741,0.00003060185,0.00006793137,0.00003112843,0.0001181937,0.002881479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002996922,"about_ca_system_score_gemma":0.00004496436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009759783,"about_ca_topic_score_gemma":0.0001427503,"domain_scores_codex":[0.9991759,0.00001724388,0.0001261548,0.0002434286,0.0001849409,0.0002523483],"domain_scores_gemma":[0.9994662,0.0000165142,0.00002665508,0.0003603514,0.00002269592,0.0001076176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005565027,0.0002515035,0.8829104,0.00004141877,0.0000969029,0.00000112277,0.0001210203,3.850886e-7,0.0007754083,0.0003931935,0.0002768989,0.115076],"study_design_scores_gemma":[0.001362505,0.0002343164,0.4792948,0.00001379013,0.00005561936,0.00001568398,0.00004395537,0.00001283076,0.0002340251,0.0001304671,0.5184974,0.0001046051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8194569,0.1002395,0.00007734001,0.003744726,0.0004940392,0.00132302,0.00001829776,0.0002776863,0.0743685],"genre_scores_gemma":[0.9916638,0.002639507,0.0001517773,0.0004560997,0.00003007736,0.00001394888,0.00004750111,0.00003365053,0.004963693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5182205,"threshold_uncertainty_score":0.9995441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007014430350248712,"score_gpt":0.2372621984631135,"score_spread":0.2302477681128648,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}